Machine Learning Course Overview:
Besant Technologies provides live instructor LED online training and the trainers will explain each concept with real-time examples so that you can understand it in a better way. Also, they will help you with your projects and prepare you for upcoming interviews.
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Syllabus of Machine Learning with Python or R Course in Chennai
Machine Learning Using R Training Syllabus
Module 1- Introduction to Data Analytics (Duration: 04:00:00 hrs)
- This module introduces you to some of the important keywords in R like Business Intelligence, Business Analytics, Data, and Information.
- You can also learn how R can play an important role in solving complex analytical problems.
- This module tells you what is R and how it is used by giants like Google, Facebook, etc.
- Also, you will learn the use of ‘R’ in the industry, this module also helps you compare R with other software in analytics, install R and its packages.
- Business Analytics, Data, Information
- Understanding Business Analytics and R
- Compare R with other software in analytics
- Install R
- Perform basic operations in R using command line
- Learn the use of IDE R Studio
- Use the ‘R help’ feature in R
Click Here to Check Latest Updated – Machine Learning Interview Questions and Answers
Module 2- Introduction to R programming (Duration: 03:00:00 hrs)
- This module starts from the basics of R programming like datatypes and functions.
- In this module, we present a scenario and let you think about the options to resolve it, such as which datatype should one to store the variable or which R function that can help you in this scenario.
- Will cover the basics of data types and conversion between them
- Variables in R
- Data frames
- Using c, Cbind, Rbind, attach and detach functions in R
Module 3- Data Manipulation in R (Duration: 04:00:00 hrs)
- In this module, we start with a sample of a messy dataset and perform Data Cleaning on it, resulting in a dataset, which is ready for any analysis.
- Before starting any analysis data cleaning is the first process to do
- Data sorting
- Find and remove duplicates record
- Cleaning data
- Recoding data
- Merging data
- Slicing of Data
- Merging Data
- Apply functions
Module 4- Data Import techniques in R (Duration: 04:00:00 hrs)
- This module tells you about the versatility and robustness of R which can take-up data in a variety of formats, be it from a csv file
- This module teaches you various data importing techniques in R.
- Reading and writing flat files – text,csv,Excel
- Reading Techniques in R
- How to connect mysql with R
- Saving and loading R format
Module 5 – Loops and Date (Duration: 04:00:00 hrs)
This module tells you the concepts of loop technique. From this, we can automate anything in R and give the enhancement to your code
Dates will come in any format so that converting the dates, difference and slicing date information is most important in real-time
- For loop
- While loop
- If loop
- Break and continue
- How to convert to date format
- How to slice dates information (Year, Quarters, Months, Days, Hours etc..,)
- How to get difference between two days (Year, Quarters, Months, Days, Hours)
Module 6 – Exploratory Data Analysis (Duration: 05:00:00 hrs)
- In this module, you will learn that exploratory data analysis is an important step in the analysis.
- EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis. You will also learn about the various tasks involved in a typical EDA process.
- Box plot
- Doughnut graph
- Pie graph
- Line chart
Module 7 – Statistics and Machine Learning – Regression and Classification (Duration: 12:00:00 hrs)
- This module touches the base of Descriptive and Inferential Statistics and machine learning concepts
- All algorithm explained by – what is the mathematics behind for that, how it is getting different from other algorithm, which scenario want to apply, how to interpret with R and what insights getting from final result
- Hypothesis Testing – Null Hypothesis and Alternate Hypothesis
- Standard deviation and Variance
- Outliers – Detection and Replacement method
- T test- Unpaired and Paired
- Chi square
Machine Learning Topics
- Linear Regression
- Multiple Regression
- Logisitic Regression
- Naïve Bayes Classifier
- Variable selection on model
- K means Clustering
- Decision Tree
- Time series forecasting
Module 7- Project work (Duration: 08:00:00 hrs)
- 3 Real-time projects
Machine Learning Using Python Training Syllabus
Machine Learning using Python Training Syllabus Total Duration: 44:00:00 hrs
PYTHON Programming (6 hrs)
- Installation & Python basics.
- Python looping, conditional statements.
- Data Structures.
- Classes & Functions.
Introduction to Python Libraries (7 hrs)
- Matplotlib & Seaborn
- Scikit learn
Statistics (6 hrs)
- Descriptive Statistics
- Measure of Frequency, Central tendency, dispersion/variation.
- Inferential Statistics
Data preparation (2hrs)
- Dimensionality Reduction
- Univariate & Multivariate Analysis
Machine Learning Algorithms (20hrs)
- Forecasting & Smoothing
- Logistic Regression
- Naive Bayes
- Decision Trees & Ensemble modeling
- Support Vector Machines
- Deep Learning
- Project on Real-Time Implementation
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Upcoming Batch Schedule for Machine Learning Course
Besant Technologies provides flexible timings to all our students. Here are the Machine Learning Certification Courses in Coimbatore Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.
- 05-06-2023 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
- 08-06-2023 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
- 10-06-2023 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees
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Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.
- More than 7+ Years of Experience.
- Trained more than 2000+ students in a year.
- Strong Theoretical & Practical Knowledge.
- Certified Professionals with High Grade.
- Well connected with Hiring HRs in multinational companies.
- Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
- Trainers have Experienced on multiple real-time projects in their Industries.
- Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc
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Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.
Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.
If you have Three or more people in your training we will be delighted to offer you a group discount.
30+ Hours Course Duration
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Industry Expert Faculties
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Training Courses Reviews
I would like to highlight a few points about my association with Besant Technologies. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it. The second upside is definitely the amount of friendliness in their approach. I and my fellow mates always felt welcome whenever we had doubts. Thirdly, Besant offers extra support to students with a weaker understanding of the field of IT.
When I joined Besant Technologies, I didn’t really expect a lot from it, to be extremely honest. But as time went by, I realised I got from Besant Technologies exactly what I wanted- a healthy environment for learning. Cordial teachers and their valuable lectures make understanding things so much easy. I thank Besant for having been so supportive throughout the course.
Frequently Asked Questions
Besant Technologies offers 250+ IT training courses in more than 20+ branches all over India with 10+ years of Experienced Expert level Trainers.
- Fully hands-on training
- 30+ hours course duration
- Industry expert faculties
- Completed 1500+ batches
- 100% job oriented training
- Certification guidance
- Own course materials
- Resume editing
- Interview preparation
- Affordable fees structure
Besant Technologies is the Legend in offering placement to the students. Please visit our Placed Students List on our website.
- More than 2000+ students placed in last year.
- We have a dedicated placement portal which caters to the needs of the students during placements.
- Besant Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
- 92% percent placement record
- 1000+ interviews organized
- Our trainers are more than 10+ years of experience in course relavent technologies.
- Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
- Trainers have experienced on multiple real-time projects in their industries.
- Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
- Trained more than 2000+ students in a year.
- Strong theoretical & practical knowledge.
- Are certified professionals with high grade.
- Are well connected with hiring HRs in multinational companies.
No worries. Besant technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
Besant Technologies provides many suitable modes of training to the students like
- Classroom training
- One to One training
- Fast track training
- Live Instructor LED Online training
- Customized training
You will receive Besant Technologies globally recognized course completion certification.
Yes, Besant Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.
We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc.
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